Filming has reportedly already begun on the untitled project. The network taped the couple's recent joint bachelor/bachelorette party in Las Vegas. Barney and Judge got engaged in February 2012 after three years of dating. She was previously married to Simon Barney, who appeared on two seasons of Real Housewives.